The p-value is an important term used in hypothesis testing that measures the significance of data against a null hypothesis. - In this presentation, we will: Determine the meaning and importance of p-value. – Use an example using actual data on real estate prices. - Carry out hypothesis testing with a view of establishing whether the prices of water fronting have higher prices than those which are not water fronting. - Tools and visualizations will include: - Statistical testing in R. Mean/gross, standard deviation/distribution, correlation between variables/features, distribution of features, principal components analysis.